{"adoption": {"forks": 489, "observed_at": "2026-08-28T04:07:39.569711+00:00", "stars": 3049}, "canonical_url": "https://ross.abutalabs.com/products/pytricks", "card": {"archived": false, "artifact_type": "learning-resource", "description": "Collection of less popular features and tricks for the Python programming language", "domain": ["tutorials", "programming-languages", "developer-tools", "awesome-lists"], "enriched": true, "function": ["developer-tools", "documentation"], "health_score": 20, "homepage": null, "language": "Python", "license": "MIT", "license_family": "permissive", "maturity": "maintenance", "member_repos": ["brennerm/PyTricks"], "name": "brennerm/PyTricks", "platform": ["python", "cross-platform"], "pushed_at": "2023-02-25T10:51:09+00:00", "repo": "brennerm/PyTricks", "stars": 3049, "tags": ["python-tricks", "standard-library", "code-snippets", "tips-and-tricks", "knowledge-base", "python"], "topics": [], "urls": [], "use_cases": ["learn obscure python standard library features", "find shorter ways to write common python code", "discover python idioms to improve readability", "look up python tricks to avoid boilerplate", "study python examples for performance improvements", "contribute python snippets to a shared knowledge base"], "what_it_is": "A community-curated collection of lesser-known Python built-in features and idioms, each with example code and a one-line explanation. It serves as a knowledge base for writing shorter, more readable, or faster Python using only the standard library.", "when_to_avoid": ["you need a production library or tool to install and use in your project", "you need comprehensive, structured Python documentation or courses", "you need tricks involving third-party packages, since only the standard library is covered"], "when_to_choose": ["you want to learn lesser-known Python standard library features with runnable examples", "you are looking for idiomatic alternatives to verbose Python code", "you want a lightweight reference of Python tips rather than a full tutorial or book"]}, "data_as_of": "2026-08-30T08:39:29.467469+00:00", "members": [{"path": "/products/pytricks", "repo": "brennerm/PyTricks", "role": "main", "score": 32}], "provenance": {"archived": {"kind": "observed", "observed_at": "2026-08-28T04:07:39.569711+00:00", "source": "github"}, "artifact_type": {"confidence": null, "enriched_at": "2026-08-30T07:28:55.314208+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "974ed715a2f017f9a3257fa5331a5de5a2d594110803777e7b77d585c1917758", "fetched_at": "2026-08-28T04:07:39.569711+00:00", "kind": "readme", "missing": false, "url": "https://github.com/brennerm/PyTricks"}], "taxonomy_version": 1}, "description": {"kind": "observed", "observed_at": "2026-08-28T04:07:39.569711+00:00", "source": "github"}, "domain": {"confidence": null, "enriched_at": "2026-08-30T07:28:55.314208+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "974ed715a2f017f9a3257fa5331a5de5a2d594110803777e7b77d585c1917758", "fetched_at": "2026-08-28T04:07:39.569711+00:00", "kind": "readme", "missing": false, "url": "https://github.com/brennerm/PyTricks"}], "taxonomy_version": 1}, "enriched": {"inputs": [], "kind": "computed", "method": "enrichment_status"}, "function": {"confidence": null, "enriched_at": "2026-08-30T07:28:55.314208+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "974ed715a2f017f9a3257fa5331a5de5a2d594110803777e7b77d585c1917758", "fetched_at": "2026-08-28T04:07:39.569711+00:00", "kind": "readme", "missing": false, "url": "https://github.com/brennerm/PyTricks"}], "taxonomy_version": 1}, "health_score": {"inputs": ["days_since_push", "days_since_release", "archived"], "kind": "computed", "method": "health_v1"}, "homepage": {"kind": "observed", "observed_at": "2026-08-28T04:07:39.569711+00:00", "source": "github"}, "language": {"kind": "observed", "observed_at": "2026-08-28T04:07:39.569711+00:00", "source": "github"}, "license": {"kind": "observed", "observed_at": "2026-08-28T04:07:39.569711+00:00", "source": "github"}, "license_family": {"inputs": ["license"], "kind": "computed", "method": "license_family"}, "maturity": {"confidence": null, "enriched_at": "2026-08-30T07:28:55.314208+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "974ed715a2f017f9a3257fa5331a5de5a2d594110803777e7b77d585c1917758", "fetched_at": "2026-08-28T04:07:39.569711+00:00", "kind": "readme", "missing": false, "url": "https://github.com/brennerm/PyTricks"}], "taxonomy_version": 1}, "member_repos": {"kind": "observed", "observed_at": "2026-08-28T04:07:39.569711+00:00", "source": "github"}, "name": {"kind": "observed", "observed_at": "2026-08-28T04:07:39.569711+00:00", "source": "github"}, "platform": {"confidence": null, "enriched_at": "2026-08-30T07:28:55.314208+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "974ed715a2f017f9a3257fa5331a5de5a2d594110803777e7b77d585c1917758", "fetched_at": "2026-08-28T04:07:39.569711+00:00", "kind": "readme", "missing": false, "url": "https://github.com/brennerm/PyTricks"}], "taxonomy_version": 1}, "pushed_at": {"kind": "observed", "observed_at": "2026-08-28T04:07:39.569711+00:00", "source": "github"}, "repo": {"kind": "observed", "observed_at": "2026-08-28T04:07:39.569711+00:00", "source": "github"}, "stars": {"kind": "observed", "observed_at": "2026-08-28T04:07:39.569711+00:00", "source": "github"}, "tags": {"confidence": null, "enriched_at": "2026-08-30T07:28:55.314208+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "974ed715a2f017f9a3257fa5331a5de5a2d594110803777e7b77d585c1917758", "fetched_at": "2026-08-28T04:07:39.569711+00:00", "kind": "readme", "missing": false, "url": "https://github.com/brennerm/PyTricks"}], "taxonomy_version": 1}, "topics": {"kind": "observed", "observed_at": "2026-08-28T04:07:39.569711+00:00", "source": "github"}, "urls": {"kind": "observed", "observed_at": "2026-08-28T04:07:39.569711+00:00", "source": "github"}, "use_cases": {"confidence": null, "enriched_at": "2026-08-30T07:28:55.314208+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "974ed715a2f017f9a3257fa5331a5de5a2d594110803777e7b77d585c1917758", "fetched_at": "2026-08-28T04:07:39.569711+00:00", "kind": "readme", "missing": false, "url": "https://github.com/brennerm/PyTricks"}], "taxonomy_version": 1}, "what_it_is": {"confidence": null, "enriched_at": "2026-08-30T07:28:55.314208+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "974ed715a2f017f9a3257fa5331a5de5a2d594110803777e7b77d585c1917758", "fetched_at": "2026-08-28T04:07:39.569711+00:00", "kind": "readme", "missing": false, "url": "https://github.com/brennerm/PyTricks"}], "taxonomy_version": 1}, "when_to_avoid": {"confidence": null, "enriched_at": "2026-08-30T07:28:55.314208+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "974ed715a2f017f9a3257fa5331a5de5a2d594110803777e7b77d585c1917758", "fetched_at": "2026-08-28T04:07:39.569711+00:00", "kind": "readme", "missing": false, "url": "https://github.com/brennerm/PyTricks"}], "taxonomy_version": 1}, "when_to_choose": {"confidence": null, "enriched_at": "2026-08-30T07:28:55.314208+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "974ed715a2f017f9a3257fa5331a5de5a2d594110803777e7b77d585c1917758", "fetched_at": "2026-08-28T04:07:39.569711+00:00", "kind": "readme", "missing": false, "url": "https://github.com/brennerm/PyTricks"}], "taxonomy_version": 1}}, "score": {"components": {"activity": 0, "longevity": 100, "rhythm": 35}, "computed_at": "2026-09-03T02:20:16.233290+00:00", "flags": ["no_releases"], "formula": "round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10)", "inputs": {"age_days": 4186, "days_push": 1285, "days_rel": null, "gap_med": null, "n_releases_24m": 0}, "score": 32, "version": 2}, "staleness": {"enrichment_outdated": false, "low_confidence": false, "scrape_days": 9, "stale_scrape": false}}